Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 7321633 |
| Missing cells | 693 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 GiB |
| Average record size in memory | 160.0 B |
Variable types
| Numeric | 5 |
|---|---|
| Categorical | 9 |
| Text | 6 |
sentPrice is highly overall correlated with winBid | High correlation |
winBid is highly overall correlated with sentPrice | High correlation |
unitDisplayType is highly overall correlated with c1 and 1 other fields | High correlation |
bundleId is highly overall correlated with c1 and 3 other fields | High correlation |
c1 is highly overall correlated with unitDisplayType and 3 other fields | High correlation |
c3 is highly overall correlated with bundleId and 1 other fields | High correlation |
size is highly overall correlated with unitDisplayType | High correlation |
mediationProviderVersion is highly overall correlated with bundleId | High correlation |
bidFloorPrice is highly overall correlated with bundleId and 1 other fields | High correlation |
bundleId is highly imbalanced (54.0%) | Imbalance |
c1 is highly imbalanced (50.8%) | Imbalance |
c3 is highly imbalanced (56.8%) | Imbalance |
size is highly imbalanced (52.9%) | Imbalance |
mediationProviderVersion is highly imbalanced (57.6%) | Imbalance |
bidFloorPrice is highly imbalanced (77.8%) | Imbalance |
sentPrice is highly skewed (γ1 = 49.61836793) | Skewed |
Reproduction
| Analysis started | 2023-07-28 11:03:07.729356 |
|---|---|
| Analysis finished | 2023-07-28 11:07:53.696531 |
| Duration | 4 minutes and 45.97 seconds |
| Software version | ydata-profiling vv4.3.2 |
| Download configuration | config.json |
eventTimestamp
Real number (ℝ)
| Distinct | 7302171 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6570445 × 1012 |
| Minimum | 1.6562901 × 1012 |
|---|---|
| Maximum | 1.6577589 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 MiB |
Quantile statistics
| Minimum | 1.6562901 × 1012 |
|---|---|
| 5-th percentile | 1.6564225 × 1012 |
| Q1 | 1.6567102 × 1012 |
| median | 1.6570433 × 1012 |
| Q3 | 1.6573883 × 1012 |
| 95-th percentile | 1.6576625 × 1012 |
| Maximum | 1.6577589 × 1012 |
| Range | 1.4687966 × 109 |
| Interquartile range (IQR) | 6.780752 × 108 |
Descriptive statistics
| Standard deviation | 3.9642434 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.00023923578 |
| Kurtosis | -1.1321931 |
| Mean | 1.6570445 × 1012 |
| Median Absolute Deviation (MAD) | 3.3932466 × 108 |
| Skewness | -0.021794946 |
| Sum | -6.3144722 × 1018 |
| Variance | 1.5715226 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.657032642 × 1012 | 4 | < 0.1% |
| 1.657311227 × 1012 | 3 | < 0.1% |
| 1.656771117 × 1012 | 3 | < 0.1% |
| 1.656535872 × 1012 | 3 | < 0.1% |
| 1.656482565 × 1012 | 3 | < 0.1% |
| 1.656950652 × 1012 | 3 | < 0.1% |
| 1.656960313 × 1012 | 3 | < 0.1% |
| 1.657667173 × 1012 | 3 | < 0.1% |
| 1.657298556 × 1012 | 3 | < 0.1% |
| 1.657511764 × 1012 | 3 | < 0.1% |
| Other values (7302161) | 7321602 |
| Value | Count | Frequency (%) |
| 1.6562901 × 1012 | 1 | |
| 1.656290102 × 1012 | 1 | |
| 1.656290104 × 1012 | 1 | |
| 1.656290104 × 1012 | 1 | |
| 1.656290104 × 1012 | 1 | |
| 1.656290105 × 1012 | 1 | |
| 1.656290105 × 1012 | 1 | |
| 1.656290106 × 1012 | 1 | |
| 1.656290106 × 1012 | 1 | |
| 1.656290106 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.657758897 × 1012 | 1 | |
| 1.657758892 × 1012 | 1 | |
| 1.657758891 × 1012 | 1 | |
| 1.657758891 × 1012 | 1 | |
| 1.657758891 × 1012 | 1 | |
| 1.657758889 × 1012 | 1 | |
| 1.657758888 × 1012 | 1 | |
| 1.657758888 × 1012 | 1 | |
| 1.657758886 × 1012 | 1 | |
| 1.657758885 × 1012 | 1 |
unitDisplayType
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| banner | |
|---|---|
| rewarded | |
| interstitial |
Length
| Max length | 12 |
|---|---|
| Median length | 6 |
| Mean length | 6.7951958 |
| Min length | 6 |
Characters and Unicode
| Total characters | 49751930 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | banner |
|---|---|
| 2nd row | banner |
| 3rd row | banner |
| 4th row | banner |
| 5th row | interstitial |
Common Values
| Value | Count | Frequency (%) |
| banner | 5785775 | |
| rewarded | 848254 | 11.6% |
| interstitial | 687604 | 9.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| banner | 5785775 | |
| rewarded | 848254 | 11.6% |
| interstitial | 687604 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 12259154 | |
| e | 8169887 | |
| r | 8169887 | |
| a | 7321633 | |
| b | 5785775 | |
| i | 2062812 | 4.1% |
| t | 2062812 | 4.1% |
| d | 1696508 | 3.4% |
| w | 848254 | 1.7% |
| s | 687604 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 49751930 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 12259154 | |
| e | 8169887 | |
| r | 8169887 | |
| a | 7321633 | |
| b | 5785775 | |
| i | 2062812 | 4.1% |
| t | 2062812 | 4.1% |
| d | 1696508 | 3.4% |
| w | 848254 | 1.7% |
| s | 687604 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 49751930 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 12259154 | |
| e | 8169887 | |
| r | 8169887 | |
| a | 7321633 | |
| b | 5785775 | |
| i | 2062812 | 4.1% |
| t | 2062812 | 4.1% |
| d | 1696508 | 3.4% |
| w | 848254 | 1.7% |
| s | 687604 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49751930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 12259154 | |
| e | 8169887 | |
| r | 8169887 | |
| a | 7321633 | |
| b | 5785775 | |
| i | 2062812 | 4.1% |
| t | 2062812 | 4.1% |
| d | 1696508 | 3.4% |
| w | 848254 | 1.7% |
| s | 687604 | 1.4% |
brandName
Text
| Distinct | 144 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 6.3239761 |
| Min length | 2 |
Characters and Unicode
| Total characters | 46301832 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | LG |
|---|---|
| 2nd row | Generic |
| 3rd row | Generic |
| 4th row | Generic |
| 5th row | OPPO |
| Value | Count | Frequency (%) |
| generic | 2088820 | |
| samsung | 1749701 | |
| apple | 1489130 | |
| motorola | 552553 | 7.5% |
| huawei | 362583 | 4.9% |
| xiaomi | 303448 | 4.1% |
| oppo | 153464 | 2.1% |
| lg | 117628 | 1.6% |
| oneplus | 73317 | 1.0% |
| sharp | 49529 | 0.7% |
| Other values (139) | 385172 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6295721 | |
| n | 4012798 | 8.7% |
| i | 3190450 | 6.9% |
| a | 3106151 | 6.7% |
| p | 3032360 | 6.5% |
| r | 2719969 | 5.9% |
| l | 2239561 | 4.8% |
| G | 2229639 | 4.8% |
| o | 2220022 | 4.8% |
| u | 2212994 | 4.8% |
| Other values (47) | 15042167 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 38129596 | |
| Uppercase Letter | 8143793 | 17.6% |
| Dash Punctuation | 19523 | < 0.1% |
| Other Punctuation | 5161 | < 0.1% |
| Space Separator | 3712 | < 0.1% |
| Decimal Number | 47 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 2229639 | |
| S | 1847718 | |
| A | 1527662 | |
| M | 575158 | 7.1% |
| O | 399298 | 4.9% |
| P | 383885 | 4.7% |
| H | 370176 | 4.5% |
| X | 303867 | 3.7% |
| L | 180930 | 2.2% |
| T | 76281 | 0.9% |
| Other values (16) | 249179 | 3.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6295721 | |
| n | 4012798 | |
| i | 3190450 | |
| a | 3106151 | |
| p | 3032360 | |
| r | 2719969 | 7.1% |
| l | 2239561 | 5.9% |
| o | 2220022 | 5.8% |
| u | 2212994 | 5.8% |
| c | 2137209 | 5.6% |
| Other values (15) | 6962361 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 27 | |
| 5 | 10 | 21.3% |
| 0 | 10 | 21.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19523 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 5161 |
Space Separator
| Value | Count | Frequency (%) |
| 3712 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46273389 | |
| Common | 28443 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6295721 | |
| n | 4012798 | 8.7% |
| i | 3190450 | 6.9% |
| a | 3106151 | 6.7% |
| p | 3032360 | 6.6% |
| r | 2719969 | 5.9% |
| l | 2239561 | 4.8% |
| G | 2229639 | 4.8% |
| o | 2220022 | 4.8% |
| u | 2212994 | 4.8% |
| Other values (41) | 15013724 |
Common
| Value | Count | Frequency (%) |
| - | 19523 | |
| & | 5161 | 18.1% |
| 3712 | 13.1% | |
| 1 | 27 | 0.1% |
| 5 | 10 | < 0.1% |
| 0 | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46301832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6295721 | |
| n | 4012798 | 8.7% |
| i | 3190450 | 6.9% |
| a | 3106151 | 6.7% |
| p | 3032360 | 6.5% |
| r | 2719969 | 5.9% |
| l | 2239561 | 4.8% |
| G | 2229639 | 4.8% |
| o | 2220022 | 4.8% |
| u | 2212994 | 4.8% |
| Other values (47) | 15042167 |
bundleId
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| com.loop.match3d | |
|---|---|
| 1502447854 | |
| com.tilegarden.match3 | |
| se.ace.fishinc | 190584 |
| 1529614832 | 135974 |
| Other values (13) |
Length
| Max length | 27 |
|---|---|
| Median length | 16 |
| Mean length | 15.594941 |
| Min length | 10 |
Characters and Unicode
| Total characters | 114180434 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | com.tilegarden.match3 |
|---|---|
| 2nd row | com.loop.match3d |
| 3rd row | com.loop.match3d |
| 4th row | com.loop.match3d |
| 5th row | com.loop.match3d |
Common Values
| Value | Count | Frequency (%) |
| com.loop.match3d | 4505172 | |
| 1502447854 | 1186861 | 16.2% |
| com.tilegarden.match3 | 805433 | 11.0% |
| se.ace.fishinc | 190584 | 2.6% |
| 1529614832 | 135974 | 1.9% |
| com.tintash.nailsalon | 134457 | 1.8% |
| 1523081624 | 104315 | 1.4% |
| com.AppIdeas.LevelUpRunner | 62044 | 0.8% |
| com.kamilbilge.ropesavior3d | 53746 | 0.7% |
| 1436213906 | 32046 | 0.4% |
| Other values (8) | 111001 | 1.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| com.loop.match3d | 4505172 | |
| 1502447854 | 1186861 | 16.2% |
| com.tilegarden.match3 | 805433 | 11.0% |
| se.ace.fishinc | 190584 | 2.6% |
| 1529614832 | 135974 | 1.9% |
| com.tintash.nailsalon | 134457 | 1.8% |
| 1523081624 | 104315 | 1.4% |
| com.appideas.leveluprunner | 62044 | 0.8% |
| com.kamilbilge.ropesavior3d | 53746 | 0.7% |
| 1436213906 | 32046 | 0.4% |
| Other values (8) | 111001 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 15002423 | |
| . | 11665006 | |
| c | 11358488 | 9.9% |
| m | 11033414 | 9.7% |
| a | 6933452 | 6.1% |
| t | 6468367 | 5.7% |
| l | 5800995 | 5.1% |
| 3 | 5699688 | 5.0% |
| h | 5635646 | 4.9% |
| d | 5507462 | 4.8% |
| Other values (30) | 29075493 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 81774795 | |
| Decimal Number | 20255651 | 17.7% |
| Other Punctuation | 11665006 | 10.2% |
| Uppercase Letter | 484982 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 15002423 | |
| c | 11358488 | |
| m | 11033414 | |
| a | 6933452 | |
| t | 6468367 | |
| l | 5800995 | 7.1% |
| h | 5635646 | 6.9% |
| d | 5507462 | 6.7% |
| p | 4772194 | 5.8% |
| e | 2460244 | 3.0% |
| Other values (11) | 6802110 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 5699688 | |
| 4 | 3853536 | |
| 5 | 2669229 | |
| 1 | 1761465 | 8.7% |
| 2 | 1736041 | 8.6% |
| 8 | 1470920 | 7.3% |
| 0 | 1323222 | 6.5% |
| 7 | 1211525 | 6.0% |
| 6 | 333813 | 1.6% |
| 9 | 196212 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 120298 | |
| L | 91171 | |
| R | 62044 | |
| U | 62044 | |
| I | 62044 | |
| Y | 29127 | 6.0% |
| S | 29127 | 6.0% |
| D | 29127 | 6.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11665006 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 82259777 | |
| Common | 31920657 | 28.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 15002423 | |
| c | 11358488 | |
| m | 11033414 | |
| a | 6933452 | |
| t | 6468367 | |
| l | 5800995 | 7.1% |
| h | 5635646 | 6.9% |
| d | 5507462 | 6.7% |
| p | 4772194 | 5.8% |
| e | 2460244 | 3.0% |
| Other values (19) | 7287092 |
Common
| Value | Count | Frequency (%) |
| . | 11665006 | |
| 3 | 5699688 | |
| 4 | 3853536 | 12.1% |
| 5 | 2669229 | 8.4% |
| 1 | 1761465 | 5.5% |
| 2 | 1736041 | 5.4% |
| 8 | 1470920 | 4.6% |
| 0 | 1323222 | 4.1% |
| 7 | 1211525 | 3.8% |
| 6 | 333813 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 114180434 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 15002423 | |
| . | 11665006 | |
| c | 11358488 | 9.9% |
| m | 11033414 | 9.7% |
| a | 6933452 | 6.1% |
| t | 6468367 | 5.7% |
| l | 5800995 | 5.1% |
| 3 | 5699688 | 5.0% |
| h | 5635646 | 4.9% |
| d | 5507462 | 4.8% |
| Other values (30) | 29075493 |
appVersion
Text
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.2537919 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60431235 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.8.22 |
|---|---|
| 2nd row | 1245.34.0 |
| 3rd row | 1245.35.0 |
| 4th row | 1245.34.0 |
| 5th row | 1245.35.0 |
| Value | Count | Frequency (%) |
| 1245.35.0 | 2911851 | |
| 1245.34.0 | 2424607 | |
| 1.8.46 | 561931 | 7.7% |
| 2.23.2 | 217127 | 3.0% |
| 1.3.6 | 148394 | 2.0% |
| 1.8.55 | 122181 | 1.7% |
| 1245.33.0 | 120199 | 1.6% |
| 1.3.9 | 99689 | 1.4% |
| 1.8.50 | 81076 | 1.1% |
| 1.8.52 | 79288 | 1.1% |
| Other values (91) | 555290 | 7.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 14539436 | |
| 5 | 9085039 | |
| 4 | 8800350 | |
| 1 | 7078813 | |
| 2 | 6687316 | |
| 3 | 6417318 | |
| 0 | 5866726 | |
| 8 | 963425 | 1.6% |
| 6 | 726302 | 1.2% |
| 9 | 180678 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 45891799 | |
| Other Punctuation | 14539436 | 24.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 9085039 | |
| 4 | 8800350 | |
| 1 | 7078813 | |
| 2 | 6687316 | |
| 3 | 6417318 | |
| 0 | 5866726 | |
| 8 | 963425 | 2.1% |
| 6 | 726302 | 1.6% |
| 9 | 180678 | 0.4% |
| 7 | 85832 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14539436 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60431235 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 14539436 | |
| 5 | 9085039 | |
| 4 | 8800350 | |
| 1 | 7078813 | |
| 2 | 6687316 | |
| 3 | 6417318 | |
| 0 | 5866726 | |
| 8 | 963425 | 1.6% |
| 6 | 726302 | 1.2% |
| 9 | 180678 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60431235 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 14539436 | |
| 5 | 9085039 | |
| 4 | 8800350 | |
| 1 | 7078813 | |
| 2 | 6687316 | |
| 3 | 6417318 | |
| 0 | 5866726 | |
| 8 | 963425 | 1.6% |
| 6 | 726302 | 1.2% |
| 9 | 180678 | 0.3% |
correctModelName
Text
| Distinct | 2568 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
Length
| Max length | 31 |
|---|---|
| Median length | 26 |
| Mean length | 8.5900159 |
| Min length | 1 |
Characters and Unicode
| Total characters | 62892944 |
|---|---|
| Distinct characters | 69 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 40 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | LM-V405 |
|---|---|
| 2nd row | Android 4.0 |
| 3rd row | Android 4.0 |
| 4th row | Android 4.0 |
| 5th row | CPH2127 |
| Value | Count | Frequency (%) |
| android | 2088521 | |
| 4.0 | 1973042 | |
| iphone | 1202415 | 11.1% |
| moto | 436623 | 4.0% |
| ipad | 286490 | 2.7% |
| g | 159210 | 1.5% |
| redmi | 94964 | 0.9% |
| 5g | 92550 | 0.9% |
| power | 91148 | 0.8% |
| note | 85673 | 0.8% |
| Other values (2463) | 4288555 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 4583001 | 7.3% |
| o | 4436334 | 7.1% |
| 0 | 4287875 | 6.8% |
| i | 3766886 | 6.0% |
| 3477558 | 5.5% | |
| n | 3390204 | 5.4% |
| A | 3160341 | 5.0% |
| M | 2704043 | 4.3% |
| - | 2284177 | 3.6% |
| r | 2271314 | 3.6% |
| Other values (59) | 28531211 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24122367 | |
| Uppercase Letter | 16210620 | |
| Decimal Number | 14438169 | |
| Space Separator | 3477558 | 5.5% |
| Dash Punctuation | 2284177 | 3.6% |
| Other Punctuation | 2039874 | 3.2% |
| Open Punctuation | 154354 | 0.2% |
| Close Punctuation | 154354 | 0.2% |
| Math Symbol | 8797 | < 0.1% |
| Connector Punctuation | 2674 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 4583001 | |
| o | 4436334 | |
| i | 3766886 | |
| n | 3390204 | |
| r | 2271314 | |
| e | 1768628 | 7.3% |
| h | 1203381 | 5.0% |
| t | 695559 | 2.9% |
| a | 484582 | 2.0% |
| l | 306474 | 1.3% |
| Other values (16) | 1216004 | 5.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 3160341 | |
| M | 2704043 | |
| S | 2080213 | |
| P | 1918837 | |
| G | 986748 | 6.1% |
| L | 688236 | 4.2% |
| F | 628492 | 3.9% |
| T | 532965 | 3.3% |
| N | 427259 | 2.6% |
| U | 375414 | 2.3% |
| Other values (16) | 2708072 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4287875 | |
| 4 | 2266875 | |
| 1 | 1678862 | 11.6% |
| 2 | 1494379 | 10.4% |
| 5 | 1446586 | 10.0% |
| 9 | 964679 | 6.7% |
| 7 | 665835 | 4.6% |
| 6 | 642182 | 4.4% |
| 3 | 595453 | 4.1% |
| 8 | 395443 | 2.7% |
Space Separator
| Value | Count | Frequency (%) |
| 3477558 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2284177 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2039874 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 154354 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 154354 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 8797 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2674 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40332987 | |
| Common | 22559957 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| d | 4583001 | |
| o | 4436334 | |
| i | 3766886 | 9.3% |
| n | 3390204 | 8.4% |
| A | 3160341 | 7.8% |
| M | 2704043 | 6.7% |
| r | 2271314 | 5.6% |
| S | 2080213 | 5.2% |
| P | 1918837 | 4.8% |
| e | 1768628 | 4.4% |
| Other values (42) | 10253186 |
Common
| Value | Count | Frequency (%) |
| 0 | 4287875 | |
| 3477558 | ||
| - | 2284177 | |
| 4 | 2266875 | |
| . | 2039874 | |
| 1 | 1678862 | 7.4% |
| 2 | 1494379 | 6.6% |
| 5 | 1446586 | 6.4% |
| 9 | 964679 | 4.3% |
| 7 | 665835 | 3.0% |
| Other values (7) | 1953257 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62892944 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 4583001 | 7.3% |
| o | 4436334 | 7.1% |
| 0 | 4287875 | 6.8% |
| i | 3766886 | 6.0% |
| 3477558 | 5.5% | |
| n | 3390204 | 5.4% |
| A | 3160341 | 5.0% |
| M | 2704043 | 4.3% |
| - | 2284177 | 3.6% |
| r | 2271314 | 3.6% |
| Other values (59) | 28531211 |
countryCode
Text
| Distinct | 168 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 27 |
| Missing (%) | < 0.1% |
| Memory size | 55.9 MiB |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 14643212 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | US |
|---|---|
| 2nd row | FR |
| 3rd row | US |
| 4th row | GB |
| 5th row | ID |
| Value | Count | Frequency (%) |
| us | 2822649 | |
| gb | 706591 | 9.7% |
| br | 449634 | 6.1% |
| jp | 411060 | 5.6% |
| mx | 400655 | 5.5% |
| de | 361675 | 4.9% |
| fr | 356938 | 4.9% |
| ca | 295789 | 4.0% |
| au | 140159 | 1.9% |
| ru | 130387 | 1.8% |
| Other values (158) | 1246069 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 3116680 | |
| S | 3001766 | |
| B | 1202715 | 8.2% |
| R | 1106671 | 7.6% |
| G | 788163 | 5.4% |
| E | 569964 | 3.9% |
| A | 557826 | 3.8% |
| P | 525869 | 3.6% |
| M | 453868 | 3.1% |
| D | 446120 | 3.0% |
| Other values (17) | 2873570 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 14643204 | |
| Other Punctuation | 8 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 3116680 | |
| S | 3001766 | |
| B | 1202715 | 8.2% |
| R | 1106671 | 7.6% |
| G | 788163 | 5.4% |
| E | 569964 | 3.9% |
| A | 557826 | 3.8% |
| P | 525869 | 3.6% |
| M | 453868 | 3.1% |
| D | 446120 | 3.0% |
| Other values (16) | 2873562 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14643204 | |
| Common | 8 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| U | 3116680 | |
| S | 3001766 | |
| B | 1202715 | 8.2% |
| R | 1106671 | 7.6% |
| G | 788163 | 5.4% |
| E | 569964 | 3.9% |
| A | 557826 | 3.8% |
| P | 525869 | 3.6% |
| M | 453868 | 3.1% |
| D | 446120 | 3.0% |
| Other values (16) | 2873562 |
Common
| Value | Count | Frequency (%) |
| / | 8 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14643212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 3116680 | |
| S | 3001766 | |
| B | 1202715 | 8.2% |
| R | 1106671 | 7.6% |
| G | 788163 | 5.4% |
| E | 569964 | 3.9% |
| A | 557826 | 3.8% |
| P | 525869 | 3.6% |
| M | 453868 | 3.1% |
| D | 446120 | 3.0% |
| Other values (17) | 2873570 |
deviceId
Text
| Distinct | 40176 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Characters and Unicode
| Total characters | 80537963 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1380 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 74f9b473fad |
|---|---|
| 2nd row | 6ad4c88b84e |
| 3rd row | 743b9849642 |
| 4th row | 6ad933115b2 |
| 5th row | 809f9785bb3 |
| Value | Count | Frequency (%) |
| 74fcefce53d | 25150 | 0.3% |
| 803711bf2cf | 21068 | 0.3% |
| 806c7d76a7f | 15817 | 0.2% |
| 74a638e3a27 | 13065 | 0.2% |
| 808f7c3fa73 | 12532 | 0.2% |
| 742c17ede61 | 12206 | 0.2% |
| 7429bbd557c | 11762 | 0.2% |
| 805a2657065 | 11489 | 0.2% |
| 740f8afaadc | 11288 | 0.2% |
| 74643d3d2b7 | 11032 | 0.2% |
| Other values (40166) | 7176224 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 6750367 | 8.4% |
| 0 | 6645485 | 8.3% |
| 8 | 6632513 | 8.2% |
| 4 | 6517186 | 8.1% |
| 6 | 6337531 | 7.9% |
| a | 6285215 | 7.8% |
| c | 4337422 | 5.4% |
| b | 4232209 | 5.3% |
| f | 4213471 | 5.2% |
| 1 | 4201932 | 5.2% |
| Other values (6) | 24384632 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53291572 | |
| Lowercase Letter | 27246391 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 6750367 | |
| 0 | 6645485 | |
| 8 | 6632513 | |
| 4 | 6517186 | |
| 6 | 6337531 | |
| 1 | 4201932 | |
| 2 | 4149523 | |
| 5 | 4061657 | |
| 3 | 4009384 | |
| 9 | 3985994 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6285215 | |
| c | 4337422 | |
| b | 4232209 | |
| f | 4213471 | |
| d | 4163490 | |
| e | 4014584 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53291572 | |
| Latin | 27246391 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 6750367 | |
| 0 | 6645485 | |
| 8 | 6632513 | |
| 4 | 6517186 | |
| 6 | 6337531 | |
| 1 | 4201932 | |
| 2 | 4149523 | |
| 5 | 4061657 | |
| 3 | 4009384 | |
| 9 | 3985994 |
Latin
| Value | Count | Frequency (%) |
| a | 6285215 | |
| c | 4337422 | |
| b | 4232209 | |
| f | 4213471 | |
| d | 4163490 | |
| e | 4014584 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80537963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 6750367 | 8.4% |
| 0 | 6645485 | 8.3% |
| 8 | 6632513 | 8.2% |
| 4 | 6517186 | 8.1% |
| 6 | 6337531 | 7.9% |
| a | 6285215 | 7.8% |
| c | 4337422 | 5.4% |
| b | 4232209 | 5.3% |
| f | 4213471 | 5.2% |
| 1 | 4201932 | 5.2% |
| Other values (6) | 24384632 |
osAndVersion
Text
| Distinct | 96 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 10.956008 |
| Min length | 8 |
Characters and Unicode
| Total characters | 80215868 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Android-10.0 |
|---|---|
| 2nd row | Android-4.0 |
| 3rd row | Android-4.0 |
| 4th row | Android-4.0 |
| 5th row | Android-11.0 |
| Value | Count | Frequency (%) |
| android-4.0 | 2034520 | |
| android-11.0 | 1875148 | |
| android-10.0 | 1093025 | |
| ios-15.5 | 1052004 | |
| android-9.0 | 501272 | 6.8% |
| android-8.0.0 | 121712 | 1.7% |
| android-8.1.0 | 95199 | 1.3% |
| ios-15.4.1 | 77251 | 1.1% |
| ios-14.4.2 | 50445 | 0.7% |
| android-7.0 | 46642 | 0.6% |
| Other values (86) | 374415 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 11665006 | |
| . | 7910194 | |
| i | 7321633 | |
| - | 7321633 | |
| 0 | 7004992 | |
| 1 | 6770300 | |
| n | 5832503 | |
| A | 5832503 | |
| o | 5832503 | |
| r | 5832503 | |
| Other values (10) | 8892098 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 36484148 | |
| Decimal Number | 19689130 | |
| Uppercase Letter | 8810763 | 11.0% |
| Other Punctuation | 7910194 | 9.9% |
| Dash Punctuation | 7321633 | 9.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7004992 | |
| 1 | 6770300 | |
| 4 | 2418659 | 12.3% |
| 5 | 2347823 | 11.9% |
| 9 | 501371 | 2.5% |
| 8 | 264686 | 1.3% |
| 2 | 128820 | 0.7% |
| 7 | 120296 | 0.6% |
| 3 | 92478 | 0.5% |
| 6 | 39705 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 11665006 | |
| i | 7321633 | |
| n | 5832503 | |
| o | 5832503 | |
| r | 5832503 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 5832503 | |
| O | 1489130 | 16.9% |
| S | 1489130 | 16.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7910194 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7321633 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 45294911 | |
| Common | 34920957 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 7910194 | |
| - | 7321633 | |
| 0 | 7004992 | |
| 1 | 6770300 | |
| 4 | 2418659 | 6.9% |
| 5 | 2347823 | 6.7% |
| 9 | 501371 | 1.4% |
| 8 | 264686 | 0.8% |
| 2 | 128820 | 0.4% |
| 7 | 120296 | 0.3% |
| Other values (2) | 132183 | 0.4% |
Latin
| Value | Count | Frequency (%) |
| d | 11665006 | |
| i | 7321633 | |
| n | 5832503 | |
| A | 5832503 | |
| o | 5832503 | |
| r | 5832503 | |
| O | 1489130 | 3.3% |
| S | 1489130 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 80215868 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 11665006 | |
| . | 7910194 | |
| i | 7321633 | |
| - | 7321633 | |
| 0 | 7004992 | |
| 1 | 6770300 | |
| n | 5832503 | |
| A | 5832503 | |
| o | 5832503 | |
| r | 5832503 | |
| Other values (10) | 8892098 |
connectionType
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 666 |
| Missing (%) | < 0.1% |
| Memory size | 55.9 MiB |
| WIFI | |
|---|---|
| 3G | |
| UNKNOWN | 307701 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.8069147 |
| Min length | 2 |
Characters and Unicode
| Total characters | 27870297 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3G |
|---|---|
| 2nd row | WIFI |
| 3rd row | WIFI |
| 4th row | WIFI |
| 5th row | WIFI |
Common Values
| Value | Count | Frequency (%) |
| WIFI | 5844929 | |
| 3G | 1168337 | 16.0% |
| UNKNOWN | 307701 | 4.2% |
| (Missing) | 666 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wifi | 5844929 | |
| 3g | 1168337 | 16.0% |
| unknown | 307701 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 11689858 | |
| W | 6152630 | |
| F | 5844929 | |
| 3 | 1168337 | 4.2% |
| G | 1168337 | 4.2% |
| N | 923103 | 3.3% |
| U | 307701 | 1.1% |
| K | 307701 | 1.1% |
| O | 307701 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 26701960 | |
| Decimal Number | 1168337 | 4.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 11689858 | |
| W | 6152630 | |
| F | 5844929 | |
| G | 1168337 | 4.4% |
| N | 923103 | 3.5% |
| U | 307701 | 1.2% |
| K | 307701 | 1.2% |
| O | 307701 | 1.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1168337 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26701960 | |
| Common | 1168337 | 4.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 11689858 | |
| W | 6152630 | |
| F | 5844929 | |
| G | 1168337 | 4.4% |
| N | 923103 | 3.5% |
| U | 307701 | 1.2% |
| K | 307701 | 1.2% |
| O | 307701 | 1.2% |
Common
| Value | Count | Frequency (%) |
| 3 | 1168337 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27870297 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 11689858 | |
| W | 6152630 | |
| F | 5844929 | |
| 3 | 1168337 | 4.2% |
| G | 1168337 | 4.2% |
| N | 923103 | 3.3% |
| U | 307701 | 1.1% |
| K | 307701 | 1.1% |
| O | 307701 | 1.1% |
c1
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 50 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 7d3 | |
|---|---|
| 59b | |
| cb2 | |
| 7b8 | |
| 8bd | 307330 |
| Other values (45) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 21964899 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | cb2 |
|---|---|
| 2nd row | 7d3 |
| 3rd row | 7d3 |
| 4th row | 7d3 |
| 5th row | 8bd |
Common Values
| Value | Count | Frequency (%) |
| 7d3 | 3758421 | |
| 59b | 1017069 | 13.9% |
| cb2 | 592105 | 8.1% |
| 7b8 | 439421 | 6.0% |
| 8bd | 307330 | 4.2% |
| f0f | 108166 | 1.5% |
| fdc | 107148 | 1.5% |
| 1ba | 106180 | 1.5% |
| 7ca | 104280 | 1.4% |
| 82a | 99103 | 1.4% |
| Other values (40) | 682410 | 9.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 7d3 | 3758421 | |
| 59b | 1017069 | 13.9% |
| cb2 | 592105 | 8.1% |
| 7b8 | 439421 | 6.0% |
| 8bd | 307330 | 4.2% |
| f0f | 108166 | 1.5% |
| fdc | 107148 | 1.5% |
| 1ba | 106180 | 1.5% |
| 7ca | 104280 | 1.4% |
| 82a | 99103 | 1.4% |
| Other values (40) | 682410 | 9.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 4462724 | |
| d | 4417867 | |
| 3 | 4004498 | |
| b | 2597415 | |
| 9 | 1105032 | 5.0% |
| c | 1037132 | 4.7% |
| 5 | 1035916 | 4.7% |
| 8 | 878831 | 4.0% |
| 2 | 871274 | 4.0% |
| a | 438234 | 2.0% |
| Other values (6) | 1115976 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12894922 | |
| Lowercase Letter | 9069977 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 4462724 | |
| 3 | 4004498 | |
| 9 | 1105032 | 8.6% |
| 5 | 1035916 | 8.0% |
| 8 | 878831 | 6.8% |
| 2 | 871274 | 6.8% |
| 1 | 233420 | 1.8% |
| 0 | 146746 | 1.1% |
| 6 | 117468 | 0.9% |
| 4 | 39013 | 0.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 4417867 | |
| b | 2597415 | |
| c | 1037132 | 11.4% |
| a | 438234 | 4.8% |
| f | 403487 | 4.4% |
| e | 175842 | 1.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12894922 | |
| Latin | 9069977 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 4462724 | |
| 3 | 4004498 | |
| 9 | 1105032 | 8.6% |
| 5 | 1035916 | 8.0% |
| 8 | 878831 | 6.8% |
| 2 | 871274 | 6.8% |
| 1 | 233420 | 1.8% |
| 0 | 146746 | 1.1% |
| 6 | 117468 | 0.9% |
| 4 | 39013 | 0.3% |
Latin
| Value | Count | Frequency (%) |
| d | 4417867 | |
| b | 2597415 | |
| c | 1037132 | 11.4% |
| a | 438234 | 4.8% |
| f | 403487 | 4.4% |
| e | 175842 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21964899 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 4462724 | |
| d | 4417867 | |
| 3 | 4004498 | |
| b | 2597415 | |
| 9 | 1105032 | 5.0% |
| c | 1037132 | 4.7% |
| 5 | 1035916 | 4.7% |
| 8 | 878831 | 4.0% |
| 2 | 871274 | 4.0% |
| a | 438234 | 2.0% |
| Other values (6) | 1115976 | 5.1% |
c2
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0005896 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3443872 |
|---|---|
| Coefficient of variation (CV) | 0.46882216 |
| Kurtosis | -1.1312811 |
| Mean | 5.0005896 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.00025090474 |
| Sum | 36612482 |
| Variance | 5.4961515 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 4 | 916854 | |
| 5 | 916324 | |
| 6 | 915617 | |
| 2 | 914927 | |
| 3 | 914608 | |
| 8 | 914607 | |
| 7 | 914587 | |
| 9 | 457874 | |
| 1 | 456235 |
| Value | Count | Frequency (%) |
| 1 | 456235 | |
| 2 | 914927 | |
| 3 | 914608 | |
| 4 | 916854 | |
| 5 | 916324 | |
| 6 | 915617 | |
| 7 | 914587 | |
| 8 | 914607 | |
| 9 | 457874 |
| Value | Count | Frequency (%) |
| 9 | 457874 | |
| 8 | 914607 | |
| 7 | 914587 | |
| 6 | 915617 | |
| 5 | 916324 | |
| 4 | 916854 | |
| 3 | 914608 | |
| 2 | 914927 | |
| 1 | 456235 |
c3
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 6b | |
|---|---|
| 4b | |
| 79 | 107368 |
| 4e | 78117 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 14643266 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6b |
|---|---|
| 2nd row | 6b |
| 3rd row | 6b |
| 4th row | 6b |
| 5th row | 6b |
Common Values
| Value | Count | Frequency (%) |
| 6b | 5832503 | |
| 4b | 1303645 | 17.8% |
| 79 | 107368 | 1.5% |
| 4e | 78117 | 1.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6b | 5832503 | |
| 4b | 1303645 | 17.8% |
| 79 | 107368 | 1.5% |
| 4e | 78117 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 7136148 | |
| 6 | 5832503 | |
| 4 | 1381762 | 9.4% |
| 7 | 107368 | 0.7% |
| 9 | 107368 | 0.7% |
| e | 78117 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7429001 | |
| Lowercase Letter | 7214265 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 5832503 | |
| 4 | 1381762 | 18.6% |
| 7 | 107368 | 1.4% |
| 9 | 107368 | 1.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 7136148 | |
| e | 78117 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7429001 | |
| Latin | 7214265 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 5832503 | |
| 4 | 1381762 | 18.6% |
| 7 | 107368 | 1.4% |
| 9 | 107368 | 1.4% |
Latin
| Value | Count | Frequency (%) |
| b | 7136148 | |
| e | 78117 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14643266 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 7136148 | |
| 6 | 5832503 | |
| 4 | 1381762 | 9.4% |
| 7 | 107368 | 0.7% |
| 9 | 107368 | 0.7% |
| e | 78117 | 0.5% |
c4
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9990439 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3452978 |
|---|---|
| Coefficient of variation (CV) | 0.46914928 |
| Kurtosis | -1.1320028 |
| Mean | 4.9990439 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.00066535603 |
| Sum | 36601165 |
| Variance | 5.5004219 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 3 | 915874 | |
| 5 | 915719 | |
| 4 | 915684 | |
| 2 | 914942 | |
| 7 | 914813 | |
| 8 | 914337 | |
| 6 | 914273 | |
| 1 | 458202 | |
| 9 | 457789 |
| Value | Count | Frequency (%) |
| 1 | 458202 | |
| 2 | 914942 | |
| 3 | 915874 | |
| 4 | 915684 | |
| 5 | 915719 | |
| 6 | 914273 | |
| 7 | 914813 | |
| 8 | 914337 | |
| 9 | 457789 |
| Value | Count | Frequency (%) |
| 9 | 457789 | |
| 8 | 914337 | |
| 7 | 914813 | |
| 6 | 914273 | |
| 5 | 915719 | |
| 4 | 915684 | |
| 3 | 915874 | |
| 2 | 914942 | |
| 1 | 458202 |
size
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 320x50 | |
|---|---|
| 320x480 | |
| 728x90 | |
| 768x1024 | 142453 |
| 480x320 | 1842 |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.2293375 |
| Min length | 6 |
Characters and Unicode
| Total characters | 45608923 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 320x50 |
|---|---|
| 2nd row | 320x50 |
| 3rd row | 320x50 |
| 4th row | 320x50 |
| 5th row | 320x480 |
Common Values
| Value | Count | Frequency (%) |
| 320x50 | 5188261 | |
| 320x480 | 1390749 | 19.0% |
| 728x90 | 597514 | 8.2% |
| 768x1024 | 142453 | 1.9% |
| 480x320 | 1842 | < 0.1% |
| 1024x768 | 814 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 320x50 | 5188261 | |
| 320x480 | 1390749 | 19.0% |
| 728x90 | 597514 | 8.2% |
| 768x1024 | 142453 | 1.9% |
| 480x320 | 1842 | < 0.1% |
| 1024x768 | 814 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 13902485 | |
| 2 | 7321633 | |
| x | 7321633 | |
| 3 | 6580852 | |
| 5 | 5188261 | 11.4% |
| 8 | 2133372 | 4.7% |
| 4 | 1535858 | 3.4% |
| 7 | 740781 | 1.6% |
| 9 | 597514 | 1.3% |
| 6 | 143267 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 38287290 | |
| Lowercase Letter | 7321633 | 16.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 13902485 | |
| 2 | 7321633 | |
| 3 | 6580852 | |
| 5 | 5188261 | 13.6% |
| 8 | 2133372 | 5.6% |
| 4 | 1535858 | 4.0% |
| 7 | 740781 | 1.9% |
| 9 | 597514 | 1.6% |
| 6 | 143267 | 0.4% |
| 1 | 143267 | 0.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| x | 7321633 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38287290 | |
| Latin | 7321633 | 16.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 13902485 | |
| 2 | 7321633 | |
| 3 | 6580852 | |
| 5 | 5188261 | 13.6% |
| 8 | 2133372 | 5.6% |
| 4 | 1535858 | 4.0% |
| 7 | 740781 | 1.9% |
| 9 | 597514 | 1.6% |
| 6 | 143267 | 0.4% |
| 1 | 143267 | 0.4% |
Latin
| Value | Count | Frequency (%) |
| x | 7321633 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45608923 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 13902485 | |
| 2 | 7321633 | |
| x | 7321633 | |
| 3 | 6580852 | |
| 5 | 5188261 | 11.4% |
| 8 | 2133372 | 4.7% |
| 4 | 1535858 | 3.4% |
| 7 | 740781 | 1.6% |
| 9 | 597514 | 1.3% |
| 6 | 143267 | 0.3% |
mediationProviderVersion
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 35 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 11.4.3 | |
|---|---|
| 11.4.2 | |
| 11.3.3 | |
| 11.4.1 | |
| 11.3.2 | 75491 |
| Other values (30) |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.0351501 |
| Min length | 6 |
Characters and Unicode
| Total characters | 44187154 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11.2.1 |
|---|---|
| 2nd row | 11.4.2 |
| 3rd row | 11.4.3 |
| 4th row | 11.4.2 |
| 5th row | 11.4.3 |
Common Values
| Value | Count | Frequency (%) |
| 11.4.3 | 2580423 | |
| 11.4.2 | 2453815 | |
| 11.3.3 | 1252749 | |
| 11.4.1 | 688090 | 9.4% |
| 11.3.2 | 75491 | 1.0% |
| 11.0.0 | 62432 | 0.9% |
| 11.1.1 | 57454 | 0.8% |
| 11.3.1 | 42342 | 0.6% |
| 11.2.0-beta3 | 33880 | 0.5% |
| 10.3.1 | 25445 | 0.3% |
| Other values (25) | 49512 | 0.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 11.4.3 | 2580423 | |
| 11.4.2 | 2453815 | |
| 11.3.3 | 1252749 | |
| 11.4.1 | 688090 | 9.4% |
| 11.3.2 | 75491 | 1.0% |
| 11.0.0 | 62432 | 0.9% |
| 11.1.1 | 57454 | 0.8% |
| 11.3.1 | 42342 | 0.6% |
| 11.2.0-beta3 | 33880 | 0.5% |
| 10.3.1 | 25445 | 0.3% |
| Other values (25) | 49512 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 15515093 | |
| . | 14643266 | |
| 4 | 5736838 | 13.0% |
| 3 | 5280181 | 11.9% |
| 2 | 2583050 | 5.8% |
| 0 | 207258 | 0.5% |
| - | 42790 | 0.1% |
| b | 42790 | 0.1% |
| e | 42790 | 0.1% |
| t | 42790 | 0.1% |
| Other values (4) | 50308 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 29329938 | |
| Other Punctuation | 14643266 | |
| Lowercase Letter | 171160 | 0.4% |
| Dash Punctuation | 42790 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 15515093 | |
| 4 | 5736838 | 19.6% |
| 3 | 5280181 | 18.0% |
| 2 | 2583050 | 8.8% |
| 0 | 207258 | 0.7% |
| 7 | 4862 | < 0.1% |
| 5 | 2461 | < 0.1% |
| 6 | 195 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 42790 | |
| e | 42790 | |
| t | 42790 | |
| a | 42790 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 14643266 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 42790 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 44015994 | |
| Latin | 171160 | 0.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 15515093 | |
| . | 14643266 | |
| 4 | 5736838 | 13.0% |
| 3 | 5280181 | 12.0% |
| 2 | 2583050 | 5.9% |
| 0 | 207258 | 0.5% |
| - | 42790 | 0.1% |
| 7 | 4862 | < 0.1% |
| 5 | 2461 | < 0.1% |
| 6 | 195 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| b | 42790 | |
| e | 42790 | |
| t | 42790 | |
| a | 42790 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44187154 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 15515093 | |
| . | 14643266 | |
| 4 | 5736838 | 13.0% |
| 3 | 5280181 | 11.9% |
| 2 | 2583050 | 5.8% |
| 0 | 207258 | 0.5% |
| - | 42790 | 0.1% |
| b | 42790 | 0.1% |
| e | 42790 | 0.1% |
| t | 42790 | 0.1% |
| Other values (4) | 50308 | 0.1% |
bidFloorPrice
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 0.01 | |
|---|---|
| 0.05 | 333847 |
| 0.1 | 184991 |
| 5.0 | 5033 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.9740462 |
| Min length | 3 |
Characters and Unicode
| Total characters | 29096508 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.01 |
|---|---|
| 2nd row | 0.01 |
| 3rd row | 0.01 |
| 4th row | 0.01 |
| 5th row | 0.01 |
Common Values
| Value | Count | Frequency (%) |
| 0.01 | 6797762 | |
| 0.05 | 333847 | 4.6% |
| 0.1 | 184991 | 2.5% |
| 5.0 | 5033 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.01 | 6797762 | |
| 0.05 | 333847 | 4.6% |
| 0.1 | 184991 | 2.5% |
| 5.0 | 5033 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 14453242 | |
| . | 7321633 | |
| 1 | 6982753 | |
| 5 | 338880 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 21774875 | |
| Other Punctuation | 7321633 | 25.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 14453242 | |
| 1 | 6982753 | |
| 5 | 338880 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7321633 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 29096508 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 14453242 | |
| . | 7321633 | |
| 1 | 6982753 | |
| 5 | 338880 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29096508 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 14453242 | |
| . | 7321633 | |
| 1 | 6982753 | |
| 5 | 338880 | 1.2% |
sentPrice
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 7521 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58103632 |
| Minimum | 0.01 |
|---|---|
| Maximum | 970.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.02 |
| median | 0.04 |
| Q3 | 0.17 |
| 95-th percentile | 2.48 |
| Maximum | 970.41 |
| Range | 970.4 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 3.807544 |
|---|---|
| Coefficient of variation (CV) | 6.5530223 |
| Kurtosis | 5097.224 |
| Mean | 0.58103632 |
| Median Absolute Deviation (MAD) | 0.02 |
| Skewness | 49.618368 |
| Sum | 4254134.7 |
| Variance | 14.497391 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 1527464 | |
| 0.03 | 1305035 | |
| 0.01 | 685243 | 9.4% |
| 0.06 | 286449 | 3.9% |
| 0.05 | 285112 | 3.9% |
| 0.04 | 260406 | 3.6% |
| 0.1 | 206016 | 2.8% |
| 0.07 | 184843 | 2.5% |
| 0.08 | 126981 | 1.7% |
| 0.09 | 120039 | 1.6% |
| Other values (7511) | 2334045 |
| Value | Count | Frequency (%) |
| 0.01 | 685243 | |
| 0.02 | 1527464 | |
| 0.03 | 1305035 | |
| 0.04 | 260406 | 3.6% |
| 0.05 | 285112 | 3.9% |
| 0.06 | 286449 | 3.9% |
| 0.07 | 184843 | 2.5% |
| 0.08 | 126981 | 1.7% |
| 0.09 | 120039 | 1.6% |
| 0.1 | 206016 | 2.8% |
| Value | Count | Frequency (%) |
| 970.41 | 2 | < 0.1% |
| 592.04 | 4 | < 0.1% |
| 588.01 | 12 | < 0.1% |
| 490.36 | 6 | < 0.1% |
| 475.35 | 4 | < 0.1% |
| 441.02 | 1 | < 0.1% |
| 425 | 41 | |
| 418.41 | 1 | < 0.1% |
| 417.73 | 1 | < 0.1% |
| 414.79 | 1 | < 0.1% |
winBid
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23008 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1846252 |
| Minimum | 0.01 |
|---|---|
| Maximum | 3405.72 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 55.9 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.02 |
| Q1 | 0.09 |
| median | 0.51 |
| Q3 | 1.54 |
| 95-th percentile | 15.92 |
| Maximum | 3405.72 |
| Range | 3405.71 |
| Interquartile range (IQR) | 1.45 |
Descriptive statistics
| Standard deviation | 20.694511 |
|---|---|
| Coefficient of variation (CV) | 4.9453678 |
| Kurtosis | 919.50718 |
| Mean | 4.1846252 |
| Median Absolute Deviation (MAD) | 0.46 |
| Skewness | 19.921016 |
| Sum | 30638290 |
| Variance | 428.26278 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.02 | 371679 | 5.1% |
| 0.08 | 311629 | 4.3% |
| 0.01 | 250291 | 3.4% |
| 0.03 | 229963 | 3.1% |
| 0.07 | 203783 | 2.8% |
| 0.18 | 125999 | 1.7% |
| 0.06 | 125373 | 1.7% |
| 0.05 | 124899 | 1.7% |
| 0.1 | 121913 | 1.7% |
| 0.04 | 120485 | 1.6% |
| Other values (22998) | 5335619 |
| Value | Count | Frequency (%) |
| 0.01 | 250291 | |
| 0.02 | 371679 | |
| 0.03 | 229963 | |
| 0.04 | 120485 | 1.6% |
| 0.05 | 124899 | 1.7% |
| 0.06 | 125373 | 1.7% |
| 0.07 | 203783 | |
| 0.08 | 311629 | |
| 0.09 | 118995 | 1.6% |
| 0.1 | 121913 | 1.7% |
| Value | Count | Frequency (%) |
| 3405.72 | 1 | < 0.1% |
| 2767.72 | 1 | < 0.1% |
| 2569.97 | 1 | < 0.1% |
| 2527.12 | 3 | |
| 2506.77 | 1 | < 0.1% |
| 2391.55 | 1 | < 0.1% |
| 2282.33 | 1 | < 0.1% |
| 2198.79 | 3 | |
| 2072.89 | 1 | < 0.1% |
| 2063.88 | 1 | < 0.1% |
has_won
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 55.9 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 7321633 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7321633 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 7321633 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7321633 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6509155 | |
| 1 | 812478 | 11.1% |
| eventTimestamp | c2 | c4 | sentPrice | winBid | unitDisplayType | bundleId | connectionType | c1 | c3 | size | mediationProviderVersion | bidFloorPrice | has_won | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| eventTimestamp | 1.000 | -0.000 | 0.000 | 0.083 | 0.020 | 0.034 | 0.032 | 0.028 | 0.036 | 0.039 | 0.023 | 0.195 | 0.369 | 0.038 |
| c2 | -0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.001 | 0.000 |
| c4 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 |
| sentPrice | 0.083 | 0.000 | 0.000 | 1.000 | 0.502 | 0.022 | 0.011 | 0.004 | 0.019 | 0.003 | 0.012 | 0.004 | 0.004 | 0.004 |
| winBid | 0.020 | 0.000 | 0.000 | 0.502 | 1.000 | 0.034 | 0.026 | 0.006 | 0.030 | 0.004 | 0.021 | 0.011 | 0.004 | 0.008 |
| unitDisplayType | 0.034 | 0.000 | 0.001 | 0.022 | 0.034 | 1.000 | 0.274 | 0.032 | 1.000 | 0.025 | 0.707 | 0.174 | 0.124 | 0.154 |
| bundleId | 0.032 | 0.000 | 0.001 | 0.011 | 0.026 | 0.274 | 1.000 | 0.326 | 1.000 | 0.580 | 0.188 | 0.615 | 0.504 | 0.142 |
| connectionType | 0.028 | 0.000 | 0.000 | 0.004 | 0.006 | 0.032 | 0.326 | 1.000 | 0.327 | 0.322 | 0.108 | 0.262 | 0.059 | 0.056 |
| c1 | 0.036 | 0.000 | 0.000 | 0.019 | 0.030 | 1.000 | 1.000 | 0.327 | 1.000 | 0.580 | 0.461 | 0.435 | 0.565 | 0.212 |
| c3 | 0.039 | 0.000 | 0.001 | 0.003 | 0.004 | 0.025 | 0.580 | 0.322 | 0.580 | 1.000 | 0.104 | 0.413 | 0.064 | 0.116 |
| size | 0.023 | 0.000 | 0.001 | 0.012 | 0.021 | 0.707 | 0.188 | 0.108 | 0.461 | 0.104 | 1.000 | 0.120 | 0.095 | 0.155 |
| mediationProviderVersion | 0.195 | 0.001 | 0.000 | 0.004 | 0.011 | 0.174 | 0.615 | 0.262 | 0.435 | 0.413 | 0.120 | 1.000 | 0.384 | 0.104 |
| bidFloorPrice | 0.369 | 0.001 | 0.000 | 0.004 | 0.004 | 0.124 | 0.504 | 0.059 | 0.565 | 0.064 | 0.095 | 0.384 | 1.000 | 0.014 |
| has_won | 0.038 | 0.000 | 0.000 | 0.004 | 0.008 | 0.154 | 0.142 | 0.056 | 0.212 | 0.116 | 0.155 | 0.104 | 0.014 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| eventTimestamp | unitDisplayType | brandName | bundleId | appVersion | correctModelName | countryCode | deviceId | osAndVersion | connectionType | c1 | c2 | c3 | c4 | size | mediationProviderVersion | bidFloorPrice | sentPrice | winBid | has_won | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1656411567773 | banner | LG | com.tilegarden.match3 | 1.8.22 | LM-V405 | US | 74f9b473fad | Android-10.0 | 3G | cb2 | 6.0 | 6b | 4.0 | 320x50 | 11.2.1 | 0.01 | 0.02 | 0.88 | 0 |
| 1 | 1656925395488 | banner | Generic | com.loop.match3d | 1245.34.0 | Android 4.0 | FR | 6ad4c88b84e | Android-4.0 | WIFI | 7d3 | 6.0 | 6b | 6.0 | 320x50 | 11.4.2 | 0.01 | 0.03 | 0.08 | 0 |
| 2 | 1656913751642 | banner | Generic | com.loop.match3d | 1245.35.0 | Android 4.0 | US | 743b9849642 | Android-4.0 | WIFI | 7d3 | 3.0 | 6b | 3.0 | 320x50 | 11.4.3 | 0.01 | 0.02 | 1.72 | 0 |
| 3 | 1656656319103 | banner | Generic | com.loop.match3d | 1245.34.0 | Android 4.0 | GB | 6ad933115b2 | Android-4.0 | WIFI | 7d3 | 3.0 | 6b | 5.0 | 320x50 | 11.4.2 | 0.01 | 0.06 | 0.21 | 0 |
| 4 | 1657429389462 | interstitial | OPPO | com.loop.match3d | 1245.35.0 | CPH2127 | ID | 809f9785bb3 | Android-11.0 | WIFI | 8bd | 3.0 | 6b | 3.0 | 320x480 | 11.4.3 | 0.01 | 0.16 | 1.91 | 0 |
| 5 | 1656733933530 | banner | Motorola | com.loop.match3d | 1245.35.0 | One 5G UW | US | 744b742a55a | Android-11.0 | WIFI | 7d3 | 6.0 | 6b | 8.0 | 320x50 | 11.4.3 | 0.01 | 0.02 | 1.90 | 0 |
| 6 | 1656764469359 | banner | AT&T | com.tilegarden.match3 | 1.7.83 | V350U | US | 74c69ddbf47 | Android-10.0 | 3G | cb2 | 9.0 | 6b | 5.0 | 320x50 | 11.1.1 | 0.01 | 0.13 | 1.47 | 0 |
| 7 | 1657304610451 | banner | Samsung | com.loop.match3d | 1245.35.0 | SM-T227U | US | 74c110245b1 | Android-11.0 | 3G | 7d3 | 7.0 | 6b | 2.0 | 728x90 | 11.4.3 | 0.01 | 0.03 | 2.10 | 0 |
| 8 | 1656878804685 | banner | Samsung | com.tintash.nailsalon | 1.3.6 | SM-A032M | BR | 80155787fb4 | Android-11.0 | WIFI | ad3 | 3.0 | 6b | 8.0 | 320x50 | 11.3.3 | 0.01 | 0.02 | 0.14 | 0 |
| 9 | 1656535501552 | banner | Apple | 1502447854 | 1245.34.0 | iPhone | RU | 74d720f8fb3 | iOS-14.4.2 | WIFI | 59b | 9.0 | 79 | 9.0 | 320x50 | 11.4.1 | 0.01 | 0.02 | 0.20 | 0 |
| eventTimestamp | unitDisplayType | brandName | bundleId | appVersion | correctModelName | countryCode | deviceId | osAndVersion | connectionType | c1 | c2 | c3 | c4 | size | mediationProviderVersion | bidFloorPrice | sentPrice | winBid | has_won | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7321623 | 1656370561373 | banner | Generic | com.loop.match3d | 1245.34.0 | Android 4.0 | CA | 74c35ab0deb | Android-4.0 | WIFI | 7d3 | 6.0 | 6b | 5.0 | 320x50 | 11.4.2 | 0.01 | 0.82 | 0.87 | 0 |
| 7321624 | 1657339264127 | rewarded | Samsung | com.loop.match3d | 1245.35.0 | SM-G9650 | US | 74e3c063b10 | Android-10.0 | WIFI | 7b8 | 9.0 | 6b | 4.0 | 320x480 | 11.4.3 | 0.01 | 4.03 | 56.30 | 0 |
| 7321625 | 1656665011731 | banner | Samsung | com.loop.match3d | 1245.34.0 | SM-A105F | FR | 745c5b8e16b | Android-11.0 | 3G | 7d3 | 2.0 | 6b | 8.0 | 320x50 | 11.4.2 | 0.01 | 0.01 | 0.02 | 0 |
| 7321626 | 1657569211484 | banner | Generic | com.loop.match3d | 1245.35.0 | Android 4.0 | US | 80ef5d9972a | Android-4.0 | WIFI | 7d3 | 8.0 | 6b | 2.0 | 320x50 | 11.4.3 | 0.01 | 0.03 | 0.49 | 0 |
| 7321627 | 1657231691950 | banner | Samsung | com.loop.match3d | 1245.35.0 | SM-A705FN | GB | 74ee5fb57a9 | Android-11.0 | WIFI | 7d3 | 9.0 | 6b | 8.0 | 320x50 | 11.4.3 | 0.01 | 0.05 | 0.09 | 0 |
| 7321628 | 1657420756251 | banner | Alcatel | com.loop.match3d | 1245.35.0 | 9032Z | US | 80825224919 | Android-10.0 | WIFI | 7d3 | 3.0 | 6b | 8.0 | 728x90 | 11.4.3 | 0.01 | 0.03 | 1.67 | 0 |
| 7321629 | 1656659060721 | banner | Generic | com.tintash.nailsalon | 1.3.6 | Android 4.0 | US | 74ea71ac486 | Android-4.0 | 3G | ad3 | 1.0 | 6b | 3.0 | 320x50 | 11.3.3 | 0.01 | 0.02 | 0.86 | 0 |
| 7321630 | 1656866120774 | banner | LG | com.loop.match3d | 1245.35.0 | LM-Q730 | US | 6aa4701179d | Android-10.0 | WIFI | 7d3 | 4.0 | 6b | 8.0 | 320x50 | 11.4.3 | 0.01 | 0.02 | 1.65 | 0 |
| 7321631 | 1657309395726 | banner | Generic | com.loop.match3d | 1245.35.0 | Android 4.0 | DE | 7466a2e7714 | Android-4.0 | WIFI | 7d3 | 1.0 | 6b | 4.0 | 320x50 | 11.4.3 | 0.01 | 0.02 | 0.08 | 0 |
| 7321632 | 1656473046234 | banner | Samsung | com.loop.match3d | 1245.34.0 | SCV32 | JP | 74f2fd4b126 | Android-7.0 | WIFI | 7d3 | 6.0 | 6b | 3.0 | 320x50 | 11.4.2 | 0.01 | 0.01 | 0.10 | 0 |